Expert Answers to Databricks Exam Databricks-Certified-Data-Engineer-Associate Questions

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Databricks Certification Databricks Certified Data Engineer Associate Exam

Databricks Certified Data Engineer Associate Exam

Last Update Apr 2, 2025
Total Questions : 99

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Questions 2

In which of the following scenarios should a data engineer select a Task in the Depends On field of a new Databricks Job Task?

Options:

When another task needs to be replaced by the new task

When another task needs to fail before the new task begins

When another task has the same dependency libraries as the new task

When another task needs to use as little compute resources as possible

When another task needs to successfully complete before the new task begins

Discussion 0

Questions 3

A data engineer wants to schedule their Databricks SQL dashboard to refresh every hour, but they only want the associated SQL endpoint to be running when It is necessary. The dashboard has multiple queries on multiple datasets associated with it. The data that feeds the dashboard is automatically processed using a Databricks Job.

Which approach can the data engineer use to minimize the total running time of the SQL endpoint used in the refresh schedule of their dashboard?

Options:

O They can reduce the cluster size of the SQL endpoint.

Q They can turn on the Auto Stop feature for the SQL endpoint.

O They can set up the dashboard's SQL endpoint to be serverless.

0 They can ensure the dashboard's SQL endpoint matches each of the queries' SQL endpoints.

Discussion 0

Questions 4

Which of the following describes when to use the CREATE STREAMING LIVE TABLE (formerly CREATE INCREMENTAL LIVE TABLE) syntax over the CREATE LIVE TABLE syntax when creating Delta Live Tables (DLT) tables using SQL?

Options:

CREATE STREAMING LIVE TABLE should be used when the subsequent step in the DLT pipeline is static.

CREATE STREAMING LIVE TABLE should be used when data needs to be processed incrementally.

CREATE STREAMING LIVE TABLE is redundant for DLT and it does not need to be used.

CREATE STREAMING LIVE TABLE should be used when data needs to be processed through complicated aggregations.

CREATE STREAMING LIVE TABLE should be used when the previous step in the DLT pipeline is static.

Discussion 0

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Questions 5

Which of the following describes the type of workloads that are always compatible with Auto Loader?

Options:

Dashboard workloads

Streaming workloads

Machine learning workloads